Eleventh Grade Projects, Lessons, Activities (Page 30)

Computer Simulation of an Artificial Neural Network

Lesson Plan Grade: 9th-12th

Using the Netlogo platform to run simulations of a basic neural network called the perceptron, students explore a basic, yet powerful, model of machine learning as they are challenged to understand the logic. Students engage in the perceptron model and discover a weakness of the model. The students then move on to run simulations on Netlogo with the multi-layer perceptron which overcomes the weakness in the original perceptron model. Engineering Connection Machine learning… Read more

Could Climate Change Impact the Mosquito-Human Disease Ecosystem?

Lesson Plan Grade: 6th-12th

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Scientists are concerned that climate change could cause the spread of mosquito populations that carry diseases like malaria, West Nile virus, Zika virus, and dengue fever. In this lesson plan, your students will access real-world data on mosquitoes at different locations throughout the United States, and examine the effects of temperature on mosquito populations. Remote learning adaptation: This lesson plan can be conducted remotely. Students can work independently on the Explore section of… Read more

NGSS Performance Expectations:

MS-LS2-4. Construct an argument supported by empirical evidence that changes to physical or biological components of an ecosystem affect populations.
HS-LS2-1. Use mathematical and/or computational representations of phenomena or design solutions to support explanations of factors that affect carrying capacity of ecosystems at different scales.

Cricket Wicket Knockdown Challenge for Grades 9-12

Lesson Plan Grade: 9th-12th

Teach your students about the engineering design process with this fun lesson plan. They will design and build a ball-launching machine to knock down a target. Optionally, they can enter their designs in the 2020 Engineering Challenge for a chance to win a cash prize for your school! Teachers, note that elementary school and middle school versions of this lesson plan are also available. Read more

NGSS Performance Expectations:

High School - Science & Engineering Practices

Design 'Y'er Genes

Lesson Plan Grade: 9th-12th

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This lesson introduces students to the relationships between chromosomes, genes, and DNA molecules. Using the example of a strawberry, it also provides activities that clearly show how changes in the DNA of an organism, either naturally or artificially, can cause changes. Read more

NGSS Performance Expectations:

HS-LS3-3. Heredity: Inheritance and Variation of Traits
Apply concepts of statistics and probability to explain the variation and distribution of expressed traits in a population.

Engineering Digital Biodegraders for Biological Cleanup

Lesson Plan Grade: 9th-12th

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A hypothetical scenario is introduced in which the class is asked to apply their understanding of the forces that drive natural selection to prepare a proposal along with an environmental consulting company to help clean up an area near their school that is contaminated with trichloroethylene (TCE). Students use the Avida-ED software application to test hypotheses for evolving (engineering) a strain of bacteria that can biodegrade TCE, resulting in a non-hazardous cleanup… Read more

Engineering Silver Nanoparticles

Lesson Plan Grade: 9th-12th

Engineering silver nanoparticles for use in water filters has shown promising results in keeping water free of disinfection byproducts that arise after chlorination. In this activity, the students do individual research to learn about nanotechnology and silver nanoparticles, and how silver nanoparticles can be used in water treatment. Students choose a plant of their choice (from home, school, or from the teacher) to use as an agent to reduce silver nitrate into silver… Read more

Evolution of Digital Organisms

Lesson Plan Grade: 9th-12th

Students are introduced to the concepts of digital organisms and digital evolution. They learn about the research that digital evolution software makes possible, and compare and contrast it with biological evolution.Engineering Connection Computer scientists and engineers work together to create software and hardware to model complex systems and create new technologies. The digital evolution software, Avida, was created by a group of computer scientists and software… Read more

Greywater Gadgetry

Lesson Plan Grade: 6th-12th

Create a two-part system for filtering greywater. Teams will focus on communication and systems engineering as they build separate components to filter solid and liquid waste and then combine them into one device. Learning Objectives Students will: Consider the potential effects of drought and how greywater could be part of the solution. Design a system for filtering out solid waste or liquid waste. Consider effective communication strategies with their team. Collaborate on their design… Read more

How Big is Big? Understanding Scale in Nature

Lesson Plan Grade: 6th-12th

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"He's too tiny to measure up."© 2006 Patty O'Hearn Kickham Some organisms, like whales and redwood trees, are so large that it's hard for us to picture just how big they are! In this lesson, students practice mathematics and computational thinking to create scale models of themselves, and then apply these skills to create models of other large organisms. This activity works best when stretched out… Read more

How R Naught (R₀) Shapes an Epidemic

Lesson Plan Grade: 6th-12th

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What is R naught (R₀), what factors influence it, and how does it shape the infection curves of an epidemic? Students will explore these questions and more in this lesson plan. They will then use SimPandemic, a free online tool, to model what a COVID-19 outbreak looks like in communities with different R₀ values. Remote learning adaptation: This lesson plan can be conducted remotely. Students can work independently on the Explore section of the lesson plan using the Student… Read more

NGSS Performance Expectations:

MS-LS2-4. Construct an argument supported by empirical evidence that changes to physical or biological components of an ecosystem affect populations.
HS-LS2-8. Evaluate evidence for the role of group behavior on individual and species' chances to survive and reproduce.

Eleventh Grade Projects, Lessons, Activities (316 results)

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